General question on analysing loss curves: assessing overfitting, underfitting, and proposing strategies to cope with them. Questions on CNNs, explaining concepts such as stride, dilation, etc. Knowledge of PyTorch and background.
Interview questions [1]
Question 1
Analysis of loss curves to assess underfitting/overfitting.
I applied online. The process took 2 weeks. I interviewed at Xperi (New York, NY) in July 2022
Interview
Nice people. The interview last about 2h and includes questions about general programming and data science. The difficulty is above average. The interview goes as a discussion, which is really nice because the discussion is relaxed.